Digital Twins

Creating digital representations of network and radio environments to evaluate configurations, algorithms and new technologies before deployment.

The Digital Twin platform simulates the whole stack: radio, propagation, orbits, and the data that trains the models. Site-specific propagation comes from 3D scenes through Sionna RT ray tracing, NTN scenarios cover LEO and GEO orbits, and multi-UE RF simulation runs many nr-UEs on one gNB over a simulated radio with no RF hardware needed.

Labelled per-UE, per-slot datasets are captured straight from the twin, so models can be trained on twin data, replayed on held-out scenarios, then deployed with a safe fallback.